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Investigation of soiling effects, dust chemistry and optimum cleaning schedule for PV modules in Lahore, Pakistan

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Cited by:

  1. Conceição, Ricardo & González-Aguilar, José & Merrouni, Ahmed Alami & Romero, Manuel, 2022. "Soiling effect in solar energy conversion systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).
  2. Yao, Wanxiang & Kong, Xiangru & Xu, Ai & Xu, Puyan & Wang, Yan & Gao, Weijun, 2023. "New models for the influence of rainwater on the performance of photovoltaic modules under different rainfall conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
  3. Akbar, Asfandyar & Mahmood, Farrukh ibne & Alam, Habeel & Aziz, Farhan & Bashir, Khurram & Zafar Butt, Nauman, 2024. "Field Assessment of Vertical Bifacial Agrivoltaics with Vegetable Production: A Case Study in Lahore, Pakistan," Renewable Energy, Elsevier, vol. 227(C).
  4. Rehman, Tauseef-ur & Qaisrani, Mumtaz A. & Shafiq, M. Basit & Baba, Yousra Filali & Aslfattahi, Navid & Shahsavar, Amin & Cheema, Taqi Ahmad & Park, Cheol Woo, 2025. "Global perspectives on advancing photovoltaic system performance—A state-of-the-art review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
  5. Gowtham Vedulla & Anbazhagan Geetha & Ramalingam Senthil, 2022. "Review of Strategies to Mitigate Dust Deposition on Solar Photovoltaic Systems," Energies, MDPI, vol. 16(1), pages 1-28, December.
  6. Alkharusi, Tarik & Huang, Gan & Markides, Christos N., 2024. "Characterisation of soiling on glass surfaces and their impact on optical and solar photovoltaic performance," Renewable Energy, Elsevier, vol. 220(C).
  7. Huang, Maoquan & Yang, Rui & Tang, G.H. & Pu, Jin Huan & Sun, Qie & Du, Mu, 2025. "Quantifying the effects of dust characteristics on the performance of radiative cooling PV systems," Applied Energy, Elsevier, vol. 377(PD).
  8. Hassan Z. Al Garni, 2022. "The Impact of Soiling on PV Module Performance in Saudi Arabia," Energies, MDPI, vol. 15(21), pages 1-25, October.
  9. Mithhu, Md. Mahamudul Hasan & Rima, Tahmina Ahmed & Khan, M. Ryyan, 2021. "Global analysis of optimal cleaning cycle and profit of soiling affected solar panels," Applied Energy, Elsevier, vol. 285(C).
  10. Kaiss, El-Cheikh Amer & Hassan, Noha M., 2024. "Optimizing the cleaning frequency of solar photovoltaic (PV) systems using numerical analysis and empirical models," Renewable Energy, Elsevier, vol. 228(C).
  11. Micheli, Leonardo & Theristis, Marios & Talavera, Diego L. & Almonacid, Florencia & Stein, Joshua S. & Fernandez, Eduardo F., 2020. "Photovoltaic Cleaning Frequency Optimization Under Different Degradation Rate Patterns," MPRA Paper 105008, University Library of Munich, Germany, revised 07 Oct 2020.
  12. Abdulla, Hind & Sleptchenko, Andrei & Nayfeh, Ammar, 2024. "Photovoltaic systems operation and maintenance: A review and future directions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 195(C).
  13. Micheli, Leonardo & Theristis, Marios & Talavera, Diego L. & Nofuentes, Gustavo & Stein, Joshua S. & Almonacid, Florencia & Fernández, Eduardo F., 2022. "The economic value of photovoltaic performance loss mitigation in electricity spot markets," Renewable Energy, Elsevier, vol. 199(C), pages 486-497.
  14. Micheli, Leonardo & Theristis, Marios & Talavera, Diego L. & Almonacid, Florencia & Stein, Joshua S. & Fernández, Eduardo F., 2020. "Photovoltaic cleaning frequency optimization under different degradation rate patterns," Renewable Energy, Elsevier, vol. 166(C), pages 136-146.
  15. Chiteka, Kudzanayi & Arora, Rajesh & Sridhara, S.N. & Enweremadu, C.C., 2021. "Optimizing wind barrier and photovoltaic array configuration in soiling mitigation," Renewable Energy, Elsevier, vol. 163(C), pages 225-236.
  16. Tang, Wuqin & Yang, Qiang & Dai, Zhou & Yan, Wenjun, 2024. "Module defect detection and diagnosis for intelligent maintenance of solar photovoltaic plants: Techniques, systems and perspectives," Energy, Elsevier, vol. 297(C).
  17. Rediske, Graciele & Michels, Leandro & Siluk, Julio Cezar Mairesse & Rigo, Paula Donaduzzi & Rosa, Carmen Brum & Lima, Andrei Cunha, 2024. "A proposed set of indicators for evaluating the performance of the operation and maintenance of photovoltaic plants," Applied Energy, Elsevier, vol. 354(PA).
  18. Li, Fuxiang & Yuan, Ziming & Wu, Wei, 2024. "Experimental investigation of soiling losses on photovoltaic in high-density urban environments," Applied Energy, Elsevier, vol. 369(C).
  19. Wu, Yubo & Du, Jianqiang & Liu, Guangxin & Ma, Danzhu & Jia, Fengrui & Klemeš, Jiří Jaromír & Wang, Jin, 2022. "A review of self-cleaning technology to reduce dust and ice accumulation in photovoltaic power generation using superhydrophobic coating," Renewable Energy, Elsevier, vol. 185(C), pages 1034-1061.
  20. Adar, Mustapha & Najih, Youssef & Gouskir, Mohamed & Chebak, Ahmed & Mabrouki, Mustapha & Bennouna, Amin, 2020. "Three PV plants performance analysis using the principal component analysis method," Energy, Elsevier, vol. 207(C).
  21. Raillani, Benyounes & Salhi, Mourad & Chaatouf, Dounia & Amraqui, Samir & Mezrhab, Ahmed, 2022. "Optimization of a porous wind barrier to reduce soiling and avoid shading losses of photovoltaic panels," Renewable Energy, Elsevier, vol. 189(C), pages 510-523.
  22. Yao, Wanxiang & Xu, Ai & Kong, Xiangru & Wang, Yan & Li, Xianli & Gao, Weijun, 2024. "Analysis of dust deposition law at the micro level and its impact on the annual performance of photovoltaic modules," Energy, Elsevier, vol. 306(C).
  23. Zhang, Chao & Ma, Yunfeng & Yang, Guolin & Chen, Tao, 2025. "An integrated industrial PV panel cleaning recommendation system for optimal dust removal," Applied Energy, Elsevier, vol. 377(PD).
  24. Miqdam T. Chaichan & Hussein A. Kazem & Ali H. A. Al-Waeli & Kamaruzzaman Sopian & Mohammed A. Fayad & Wissam H. Alawee & Hayder A. Dhahad & Wan Nor Roslam Wan Isahak & Ahmed A. Al-Amiery, 2023. "Sand and Dust Storms’ Impact on the Efficiency of the Photovoltaic Modules Installed in Baghdad: A Review Study with an Empirical Investigation," Energies, MDPI, vol. 16(9), pages 1-25, May.
  25. Dhaouadi, Rached & Al-Othman, Amani & Aidan, Ahmed A. & Tawalbeh, Muhammad & Zannerni, Rawan, 2021. "A characterization study for the properties of dust particles collected on photovoltaic (PV) panels in Sharjah, United Arab Emirates," Renewable Energy, Elsevier, vol. 171(C), pages 133-140.
  26. Adnan Aslam & Naseer Ahmed & Safian Ahmed Qureshi & Mohsen Assadi & Naveed Ahmed, 2022. "Advances in Solar PV Systems; A Comprehensive Review of PV Performance, Influencing Factors, and Mitigation Techniques," Energies, MDPI, vol. 15(20), pages 1-52, October.
  27. Aritra Ghosh, 2020. "Soiling Losses: A Barrier for India’s Energy Security Dependency from Photovoltaic Power," Challenges, MDPI, vol. 11(1), pages 1-22, May.
  28. Song, Zhe & Liu, Jia & Yang, Hongxing, 2021. "Air pollution and soiling implications for solar photovoltaic power generation: A comprehensive review," Applied Energy, Elsevier, vol. 298(C).
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